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Valliance logo in black

"Models may self-correct, but they’re optimised to validate the prompter’s input. When agreement is rewarded over challenge, true model independence is constrained."

Feb 4, 2026

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2 Mins

Feb 4, 2026

·

2 Mins

Feb 4, 2026

·

2 Mins

Feb 4, 2026

·

2 Mins

Topics

Thought Leadership

Thought Leadership

Thought Leadership

Consulting

Consulting

Consulting

Industry Insights

Industry Insights

Industry Insights

Are you ready to shape the future enterprise?

Get in touch, and let's talk about what's next.

Are you ready to shape the future enterprise?

Get in touch, and let's talk about what's next.

Are you ready to shape the future enterprise?

Get in touch, and let's talk about what's next.

Are you ready to shape the future enterprise?

Get in touch, and let's talk about what's next.

_Related thinking
_Related thinking
_Related thinking
_Related thinking
_Related thinking
_Explore our themes
_Explore our themes
_Explore our themes
_Explore our themes

Let’s put AI to work.

Copyright © 2026 Valliance. All rights reserved.

Let’s put AI to work.

Copyright © 2026 Valliance. All rights reserved.

Let’s put AI to work.

Copyright © 2026 Valliance. All rights reserved.

Let’s put AI to work.

Copyright © 2026 Valliance. All rights reserved.